This study investigates the priority of the auscultation on the ambulance. On the point of physics view, the electrical noise cancellation is simpler than mechanical one. Therefore, the difficulties of the measurement the physiological sounds are more than that of physiological electrical signals. Therefore, the medical doctors might practically consider the priority of the emergent measurement on the ambulance. This study presented the application of the traditional adaptive filter to reduce the interference of the sound of sirens (audible warnings) of the ambulance. The auscultation of respiration on the ambulance is usually different from that in clinic room. The environmental noise is much larger on the ambulance, especially, the sound from audible warnings. However, this study simulated the filtering effects of the adaptive filter for the lung sound auscultation on the ambulance. The results showed that the harmonics of the audible warning were completely cancelled, and the component of fundamental frequency of that was reduced from -30 dB to -60 dB. We proposed a simple time-domain method to enhance the respiration sound to support the higher quality auscultation information for medical doctors, and aimed at concurring the barriers to elevate the priority of the measurement on ambulance for meeting with the necessaries of medical diagnosis.